Answer on Question #62080 – Math – Linear Algebra
Question
Let ( x 1 , x 2 , x 3 ) (x_1, x_2, x_3) ( x 1 , x 2 , x 3 ) and ( y 1 , y 2 , y 3 ) (y_1, y_2, y_3) ( y 1 , y 2 , y 3 ) represent the coordinates with respect to the bases
B 1 = { ( 1 , 0 , 0 ) , ( 0 , 1 , 0 ) , ( 0 , 0 , 1 ) } , B 2 = { ( 1 , 0 , 0 ) , ( 0 , 1 , 2 ) , ( 0 , 2 , 1 ) } . B_1 = \{(1, 0, 0), (0, 1, 0), (0, 0, 1)\}, \quad B_2 = \{(1, 0, 0), (0, 1, 2), (0, 2, 1)\}. B 1 = {( 1 , 0 , 0 ) , ( 0 , 1 , 0 ) , ( 0 , 0 , 1 )} , B 2 = {( 1 , 0 , 0 ) , ( 0 , 1 , 2 ) , ( 0 , 2 , 1 )} .
If
Q ( X ) = 2 x 1 2 + 2 x 1 x 2 − 2 x 2 x 3 + x 2 2 + x 3 2 , Q(X) = 2x_1^2 + 2x_1x_2 - 2x_2x_3 + x_2^2 + x_3^2, Q ( X ) = 2 x 1 2 + 2 x 1 x 2 − 2 x 2 x 3 + x 2 2 + x 3 2 ,
find the representation of Q Q Q in terms of ( y 1 , y 2 , y 3 ) (y_1, y_2, y_3) ( y 1 , y 2 , y 3 ) .
Solution
First of all, let us find the transition matrix C = C B 1 → B 2 C = C_{B_1 \to B_2} C = C B 1 → B 2 .
The following equalities are true:
( 1 , 0 , 0 ) = 1 ⋅ ( 1 , 0 , 0 ) + 0 ⋅ ( 0 , 1 , 0 ) + 0 ⋅ ( 0 , 0 , 1 ) ; (1, 0, 0) = 1 \cdot (1, 0, 0) + 0 \cdot (0, 1, 0) + 0 \cdot (0, 0, 1); ( 1 , 0 , 0 ) = 1 ⋅ ( 1 , 0 , 0 ) + 0 ⋅ ( 0 , 1 , 0 ) + 0 ⋅ ( 0 , 0 , 1 ) ; ( 0 , 1 , 2 ) = 0 ⋅ ( 1 , 0 , 0 ) + 1 ⋅ ( 0 , 1 , 0 ) + 2 ⋅ ( 0 , 0 , 1 ) ; (0, 1, 2) = 0 \cdot (1, 0, 0) + 1 \cdot (0, 1, 0) + 2 \cdot (0, 0, 1); ( 0 , 1 , 2 ) = 0 ⋅ ( 1 , 0 , 0 ) + 1 ⋅ ( 0 , 1 , 0 ) + 2 ⋅ ( 0 , 0 , 1 ) ; ( 0 , 2 , 1 ) = 0 ⋅ ( 1 , 0 , 0 ) + 2 ⋅ ( 0 , 1 , 0 ) + 1 ⋅ ( 0 , 0 , 1 ) . (0, 2, 1) = 0 \cdot (1, 0, 0) + 2 \cdot (0, 1, 0) + 1 \cdot (0, 0, 1). ( 0 , 2 , 1 ) = 0 ⋅ ( 1 , 0 , 0 ) + 2 ⋅ ( 0 , 1 , 0 ) + 1 ⋅ ( 0 , 0 , 1 ) .
So
C = ( 1 0 0 0 1 2 0 2 1 ) . C = \begin{pmatrix}
1 & 0 & 0 \\
0 & 1 & 2 \\
0 & 2 & 1
\end{pmatrix}. C = ⎝ ⎛ 1 0 0 0 1 2 0 2 1 ⎠ ⎞ .
Given Q ( X ) = 2 x 1 2 + 2 x 1 x 2 − 2 x 2 x 3 + x 2 2 + x 3 2 Q(X) = 2x_1^2 + 2x_1x_2 - 2x_2x_3 + x_2^2 + x_3^2 Q ( X ) = 2 x 1 2 + 2 x 1 x 2 − 2 x 2 x 3 + x 2 2 + x 3 2 , the matrix of Q ( X ) Q(X) Q ( X ) in the base B 1 B_1 B 1 :
A = ( 2 1 0 1 1 − 1 0 − 1 1 ) . A = \begin{pmatrix}
2 & 1 & 0 \\
1 & 1 & -1 \\
0 & -1 & 1
\end{pmatrix}. A = ⎝ ⎛ 2 1 0 1 1 − 1 0 − 1 1 ⎠ ⎞ .
Then the matrix of the form Q Q Q in the base B 2 B_2 B 2 is equal to
B = C T A C = ( 1 0 0 0 1 2 0 2 1 ) ( 2 1 0 1 1 − 1 0 − 1 1 ) ( 1 0 0 0 1 2 0 2 1 ) = ( 2 1 2 1 1 − 1 2 − 1 1 ) . B = C^T A C = \begin{pmatrix}
1 & 0 & 0 \\
0 & 1 & 2 \\
0 & 2 & 1
\end{pmatrix}
\begin{pmatrix}
2 & 1 & 0 \\
1 & 1 & -1 \\
0 & -1 & 1
\end{pmatrix}
\begin{pmatrix}
1 & 0 & 0 \\
0 & 1 & 2 \\
0 & 2 & 1
\end{pmatrix}
= \begin{pmatrix}
2 & 1 & 2 \\
1 & 1 & -1 \\
2 & -1 & 1
\end{pmatrix}. B = C T A C = ⎝ ⎛ 1 0 0 0 1 2 0 2 1 ⎠ ⎞ ⎝ ⎛ 2 1 0 1 1 − 1 0 − 1 1 ⎠ ⎞ ⎝ ⎛ 1 0 0 0 1 2 0 2 1 ⎠ ⎞ = ⎝ ⎛ 2 1 2 1 1 − 1 2 − 1 1 ⎠ ⎞ .
So the form Q Q Q in the base B 2 B_2 B 2 will be
Q ( Y ) = 2 y 1 2 + y 2 2 + y 3 2 + 2 y 1 y 2 + 4 y 1 y 3 − 2 y 2 y 3 . Q(Y) = 2y_1^2 + y_2^2 + y_3^2 + 2y_1y_2 + 4y_1y_3 - 2y_2y_3. Q ( Y ) = 2 y 1 2 + y 2 2 + y 3 2 + 2 y 1 y 2 + 4 y 1 y 3 − 2 y 2 y 3 .
Answer: Q ( Y ) = 2 y 1 2 + y 2 2 + y 3 2 + 2 y 1 y 2 + 4 y 1 y 3 − 2 y 2 y 3 Q(Y) = 2y_1^2 + y_2^2 + y_3^2 + 2y_1y_2 + 4y_1y_3 - 2y_2y_3 Q ( Y ) = 2 y 1 2 + y 2 2 + y 3 2 + 2 y 1 y 2 + 4 y 1 y 3 − 2 y 2 y 3 .
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